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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.
MTA3 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
8.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 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.
MTA3 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
9.1
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
6.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
6.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
6.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
6.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
5.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
5.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
5.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
5.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
5.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
4.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
4.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
3.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTA3 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
8.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTA3 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
9.1
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
6.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
5.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
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Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
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Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
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Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
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Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
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Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
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Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
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Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
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Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.9
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
