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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.
MED1 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
10.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
67.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
MED1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.2
Number of samples
486
Samples
Sample
Description
TPM
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
109.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
97.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
82.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
73.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
50.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
43.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.1
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.
MED1 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
11.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
193.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
MED1 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
19.1
Number of samples
207
Samples
Sample
Description
TPM
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
286.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
245.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
192.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.9
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
