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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.
ULK1 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
8.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
ULK1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ULK1 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
8.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
ULK1 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
11.2
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
6.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
