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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.
ATG7 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
14.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
60.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
47.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
41.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
27.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 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.
ATG7 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
23.8
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
54.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
48.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
44.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
43.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
42.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
42.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
41.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
40.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
35.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
35.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
ATG7 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
14.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
ATG7 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
23.0
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
44.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
42.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
40.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
40.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
38.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
32.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
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Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
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Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
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Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
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Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
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Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
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Normal
0.1
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Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
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Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
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Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
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Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
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Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
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Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
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Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
