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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.
GJA1 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
12.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
94.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
78.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
71.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
61.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
60.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
52.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
48.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
GJA1 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
24.7
Number of samples
486
Samples
Sample
Description
TPM
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
130.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
117.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
107.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
95.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
94.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
87.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
85.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
80.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
79.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
77.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
74.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
73.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
65.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
63.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
63.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
60.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
60.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
59.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
59.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
58.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
57.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
55.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
53.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
53.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
52.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
52.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
52.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
51.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
50.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
50.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
50.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
50.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
48.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
48.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
47.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
47.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
47.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
46.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
46.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
46.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
45.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
44.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
44.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
44.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
44.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
44.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
43.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
42.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
41.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
39.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
38.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
37.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
37.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
36.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
36.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
36.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
35.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
5.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
GJA1 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
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
191.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
82.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
51.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
43.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
41.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
35.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GJA1 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
28.0
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
141.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
100.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
84.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
75.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
67.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
65.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
64.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
63.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
60.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
58.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
58.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
58.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
56.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
55.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
55.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
54.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
53.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
53.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
52.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
51.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
49.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
49.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
49.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
48.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
48.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
48.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
47.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
46.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
46.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
45.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
45.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
44.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
43.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
43.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
42.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
42.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
41.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
38.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
38.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
37.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
37.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
36.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
35.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
31.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
