We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
MIDEAS 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
4.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
MIDEAS 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
25.5
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
65.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
51.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
47.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
45.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
44.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
42.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
42.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
41.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
41.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
40.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
39.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
38.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
38.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
37.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
37.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
37.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
36.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
35.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
35.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
32.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
30.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
MIDEAS 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
3.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
MIDEAS 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
22.5
Number of samples
207
Samples
Sample
Description
TPM
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
32.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
32.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
