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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.
AGO1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
AGO1 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
16.7
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
105.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
62.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
38.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.6
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.
AGO1 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
5.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.3
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
6.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.0
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.
AGO1 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
15.7
Number of samples
207
Samples
Sample
Description
TPM
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
39.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
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Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
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Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
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Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
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Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
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Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
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Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
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Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
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Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
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Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
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Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
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Tumor
-0.3
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Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.6
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.