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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.
DOP1A 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
2.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
DOP1A 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DOP1A 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
2.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DOP1A 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
14.2
Number of samples
207
Samples
Sample
Description
TPM
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.6
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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
