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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.
GARRE1 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
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.7
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.
GARRE1 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
12.2
Number of samples
486
Samples
Sample
Description
TPM
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
GARRE1 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
5.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.1
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.
GARRE1 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
12.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
