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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.
MED25 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
34.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
60.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
60.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
58.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
58.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
57.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
57.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
57.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
56.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
55.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
55.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
52.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
51.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
51.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
51.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
51.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
51.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
50.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
49.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
49.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
49.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
49.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
48.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
48.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
48.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
48.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
48.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
47.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
47.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
47.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
47.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
46.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
46.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
46.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
46.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
45.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
45.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
45.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
45.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
45.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
45.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
44.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
44.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
44.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
43.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
43.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
43.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
43.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
43.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
43.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
43.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
42.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
42.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
42.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
42.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
42.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
42.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
42.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
41.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
41.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
41.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
41.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
41.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
40.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
40.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
40.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
40.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
40.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
40.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
40.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
39.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
39.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
39.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
39.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
39.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
39.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
39.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
38.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
38.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
38.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
37.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
37.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
37.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
37.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
37.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
37.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
37.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
36.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
36.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
36.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
36.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
36.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
35.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
35.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
35.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
35.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
35.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
35.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
35.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
35.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
35.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
34.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
34.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
33.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
33.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
32.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
32.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
32.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
32.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
31.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
31.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
31.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
31.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
30.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
30.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
30.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
30.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
30.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
29.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
29.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
29.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
MED25 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
29.2
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
89.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
63.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
59.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
56.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
55.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
55.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
51.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
50.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
49.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
47.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
47.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
47.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
46.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
45.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
45.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
45.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
45.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
45.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
43.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
42.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
42.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
42.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
42.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
41.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
41.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
40.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
40.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
40.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
39.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
39.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
39.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
39.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
39.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
38.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
38.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
37.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
37.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
37.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
37.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
36.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
36.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
35.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
35.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
34.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
33.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MED25 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
31.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
54.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
54.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
46.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
46.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
45.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
44.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
44.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
43.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
43.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
42.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
42.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
42.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
41.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
41.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
40.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
39.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
38.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
38.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
37.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
37.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
36.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
36.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
35.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
35.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
34.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
34.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
33.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
33.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
32.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
32.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
31.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
31.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
31.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
30.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
30.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
30.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
28.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
27.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
MED25 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
27.9
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
58.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
49.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
47.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
45.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
43.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
40.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
40.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
39.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
38.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
37.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
36.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
35.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
35.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
33.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
1.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.9
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
41a04113-2061-4923-bca5-da586c_D2
Normal
0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-1.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-1.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
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.
The Human Protein Atlas project is funded
