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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.
TMEM199 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
11.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 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.
TMEM199 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
11.1
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
7.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
TMEM199 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
10.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
TMEM199 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
11.3
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2b810478-7956-4a8b-870d-184859_D2
Tumor
1.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
1.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
1.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.9
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-1.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-1.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.4
b2400046-1d25-429d-a821-6040a6
Tumor
-2.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
