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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.
MED6 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
17.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
49.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
39.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
34.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
32.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
27.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
27.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 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.
MED6 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
19.1
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.3
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.
MED6 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MED6 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
17.1
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.9
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-1.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-1.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_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
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
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
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
