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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.
TMEM184C 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
11.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
TMEM184C 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
20.4
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
TMEM184C 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
11.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM184C 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
19.2
Number of samples
207
Samples
Sample
Description
TPM
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
55.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
38.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_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
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
