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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.
ANKRD50 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 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.
ANKRD50 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
12.9
Number of samples
486
Samples
Sample
Description
TPM
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
3.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ANKRD50 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.6
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.
ANKRD50 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.8
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
