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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MED29 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
20.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
40.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
35.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
32.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
30.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
26.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MED29 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
19.9
Number of samples
486
Samples
Sample
Description
TPM
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
54.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.7
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.
MED29 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
21.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
140.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
45.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
32.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
24.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MED29 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
18.6
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
91.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
59.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
55.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.9
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-1.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-1.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-1.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_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
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
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
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
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
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
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
b4e91300-405e-4239-b8da-5e1a42_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
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
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
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
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
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
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
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
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
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
