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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.
STK10 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
9.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STK10 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
15.3
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
45.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
STK10 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
9.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
38.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STK10 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.9
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
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Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
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Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
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Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
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Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
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Normal
0.0
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Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
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Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
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Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
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Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
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Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
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
