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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.
TAOK1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
TAOK1 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
29.9
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
82.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
69.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
56.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
54.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
53.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
51.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
51.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
50.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
49.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
49.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
48.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
48.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
48.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
48.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
47.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
46.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
46.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
45.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
44.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
44.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
44.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
43.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
43.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
43.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
42.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
42.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
41.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
41.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
41.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
41.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
40.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
40.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
40.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
40.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
39.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
38.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
38.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
38.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
37.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
35.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
34.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.9
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.
TAOK1 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
5.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
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.
TAOK1 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
27.1
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
80.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
62.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
56.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
54.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
54.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
51.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
50.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
45.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
44.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
44.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
44.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
42.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
39.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
35.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
1.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
1.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
1.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.8
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.8
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
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
