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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.
GANC 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
6.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 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.
GANC 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
15.1
Number of samples
486
Samples
Sample
Description
TPM
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GANC 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
5.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
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.
GANC 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
14.6
Number of samples
207
Samples
Sample
Description
TPM
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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.