We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MED11 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
20.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
42.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
42.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
41.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
40.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
38.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
38.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
36.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
35.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
35.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
34.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
34.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
34.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
33.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
31.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
30.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
28.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
28.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 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.
MED11 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
17.1
Number of samples
486
Samples
Sample
Description
TPM
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MED11 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
17.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
30.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
MED11 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
14.7
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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
