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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.
MED27 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
17.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
42.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
29.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
25.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 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.
MED27 is potential prognostic, high expression is unfavorable 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
14.9
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MED27 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
17.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
34.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
26.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
MED27 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
13.7
Number of samples
207
Samples
Sample
Description
TPM
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
1.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.9
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.9
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
