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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.
TMEM168 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
15.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
57.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
37.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
TMEM168 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
25.3
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
65.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
61.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
54.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
49.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
46.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
46.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
46.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
45.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
44.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
44.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
42.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
41.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
41.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
41.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
41.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
40.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
39.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
39.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
37.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
36.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
36.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
35.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
34.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
33.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
31.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
TMEM168 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
15.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
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.
TMEM168 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
24.1
Number of samples
207
Samples
Sample
Description
TPM
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
62.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
54.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
43.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
41.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
40.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
39.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
39.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
38.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
35.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
1.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
