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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MADD 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
14.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
25.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MADD 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
29.0
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
64.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
56.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
52.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
48.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
46.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
45.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
44.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
44.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
44.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
43.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
41.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
40.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
40.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
40.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
40.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
39.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
39.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
37.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
37.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
36.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
35.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
35.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
34.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
MADD 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
14.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MADD 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
29.0
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
51.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
44.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
44.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
43.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
42.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
40.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
40.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
39.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
38.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
37.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
37.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
37.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
34.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
33.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
31.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.9
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.9
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.8
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.8
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.9
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.3
b2400046-1d25-429d-a821-6040a6
Tumor
-2.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
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
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
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
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
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
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
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
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
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
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
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
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
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
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
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.