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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.
TMEM87B 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-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
52.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
46.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
41.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
38.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
36.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
31.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
30.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
29.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
29.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
25.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
TMEM87B 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
29.2
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
67.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
63.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
56.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
51.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
49.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
48.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
48.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
47.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
47.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
46.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
45.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
44.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
43.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
43.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
43.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
42.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
42.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
42.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
42.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
41.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
41.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
41.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
41.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
40.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
39.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
39.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
39.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
38.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
38.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
38.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
38.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
38.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
36.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
34.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
34.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
31.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
TMEM87B 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
23.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
46.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
39.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
38.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
36.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
35.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
32.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
31.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM87B 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
28.2
Number of samples
207
Samples
Sample
Description
TPM
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
50.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
47.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
46.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
43.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
43.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
43.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
43.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
43.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
42.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
38.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
38.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
36.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
35.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
35.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
34.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
31.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
1.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.8
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.9
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.1
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
