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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.
ACACB 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
2.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
1.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
ACACB 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
11.8
Number of samples
486
Samples
Sample
Description
TPM
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
62.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
40.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
7.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
6.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
6.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
6.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
6.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
5.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
5.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
5.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
5.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
5.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
5.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
5.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
5.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
4.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
4.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
4.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
4.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
4.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
4.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
4.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
4.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
4.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
4.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
4.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
3.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
3.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
3.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
2.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
2.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
2.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
2.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
2.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
2.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
2.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
1.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
1.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
ACACB 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
2.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 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
2.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
1.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 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.
ACACB 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
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
36.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
31.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
6.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
5.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
5.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
