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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.
TMEM126B 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
21.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
62.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
56.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
55.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
53.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
49.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
44.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
43.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
42.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
40.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
40.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
38.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
38.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
37.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
35.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
35.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
34.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
33.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
29.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
28.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
28.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
27.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
26.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 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.
TMEM126B is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.6
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
9.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
6.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
6.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
6.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
6.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
5.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
5.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
5.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
5.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
5.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
5.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
5.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
5.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
5.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
5.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
4.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
4.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
4.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
4.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
4.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
4.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
4.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
4.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
4.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
4.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
4.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
4.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
4.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
4.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
4.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
4.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
4.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
3.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
3.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
3.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
3.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
3.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
3.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
3.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
2.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
2.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
2.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
2.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
2.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
2.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
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.
TMEM126B 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
23.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
55.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
51.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
46.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
45.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
41.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
41.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
38.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
35.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
33.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
32.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
30.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
29.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM126B 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
9.5
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
6.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
6.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
6.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
5.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
5.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
5.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
5.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
4.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
4.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
4.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
4.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
3.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
3.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
3.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
3.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
2.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
2.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
1.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
1.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.8
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.8
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
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
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_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
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
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
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_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
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_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
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
