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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.
GAB2 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
7.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GAB2 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
18.1
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GAB2 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
7.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GAB2 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
18.8
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
58.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.8
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.9
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-1.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
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
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
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
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
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
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
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
c1b66358-d103-493c-b8ec-92c43b_D1
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
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
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
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
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
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
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
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
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
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
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
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
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_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
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
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
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_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
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
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
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
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
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
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
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
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
