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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.
TMEM131 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
14.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
35.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
TMEM131 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
40.6
Number of samples
486
Samples
Sample
Description
TPM
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
84.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
82.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
79.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
77.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
76.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
76.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
73.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
71.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
71.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
70.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
66.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
65.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
64.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
63.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
62.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
61.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
61.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
59.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
59.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
59.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
57.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
57.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
56.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
56.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
56.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
56.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
55.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
55.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
55.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
55.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
55.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
55.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
54.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
54.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
54.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
54.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
54.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
53.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
53.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
53.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
53.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
53.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
52.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
52.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
52.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
52.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
52.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
51.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
51.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
51.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
51.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
51.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
51.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
51.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
51.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
51.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
51.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
51.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
51.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
50.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
50.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
50.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
50.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
50.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
50.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
50.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
49.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
49.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
49.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
49.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
49.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
49.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
49.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
49.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
49.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
49.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
49.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
49.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
49.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
49.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
48.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
48.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
48.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
48.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
48.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
48.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
48.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
48.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
48.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
47.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
47.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
47.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
47.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
47.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
47.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
47.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
47.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
46.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
46.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
46.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
46.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
46.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
46.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
46.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
46.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
46.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
46.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
46.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
46.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
46.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
46.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
45.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
45.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
45.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
45.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
45.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
45.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
45.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
45.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
45.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
45.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
45.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
45.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
44.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
44.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
44.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
44.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
44.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
44.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
44.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
44.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
44.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
44.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
44.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
44.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
44.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
44.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
43.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
43.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
43.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
43.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
43.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
43.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
43.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
43.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
43.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
43.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
43.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
43.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
43.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
43.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
43.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
43.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
43.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
43.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
43.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
43.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
43.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
43.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
42.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
42.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
42.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
42.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
42.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
42.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
42.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
42.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
42.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
42.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
42.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
42.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
42.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
42.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
42.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
42.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
42.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
42.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
42.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
42.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
42.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
41.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
41.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
41.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
41.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
41.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
41.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
41.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
41.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
41.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
41.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
41.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
41.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
41.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
41.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
41.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
40.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
40.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
40.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
40.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
40.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
40.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
40.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
40.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
40.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
40.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
40.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
40.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
40.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
40.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
40.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
39.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
39.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
39.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
39.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
39.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
38.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
38.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
38.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
38.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
38.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
38.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
38.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
38.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
38.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
38.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
38.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
38.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
38.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
37.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
37.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
37.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
37.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
37.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
37.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
37.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
37.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
37.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
37.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
37.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
37.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
36.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
36.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
36.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
36.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
35.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
35.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
34.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
34.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
34.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
34.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
34.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
34.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
33.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
33.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
32.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
31.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.4
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.
TMEM131 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
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
TMEM131 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
37.7
Number of samples
207
Samples
Sample
Description
TPM
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
65.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
61.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
60.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
60.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
59.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
59.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
58.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
58.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
57.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
57.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
57.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
57.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
56.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
56.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
55.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
54.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
53.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
52.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
52.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
50.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
50.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
50.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
50.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
49.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
49.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
48.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
47.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
47.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
46.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
46.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
46.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
45.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
45.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
45.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
44.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
44.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
44.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
44.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
44.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
43.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
43.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
43.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
43.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
42.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
42.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
42.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
42.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
41.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
41.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
41.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
41.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
40.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
40.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
40.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
40.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
40.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
40.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
40.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
40.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
40.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
40.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
40.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
40.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
40.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
39.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
39.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
39.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
38.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
38.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
38.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
38.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
38.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
38.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
38.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
37.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
37.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
37.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
37.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
37.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
36.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
36.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
35.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
35.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
35.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
34.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
34.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
34.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
33.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
31.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
31.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
31.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
30.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
30.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
29.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
27.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.9
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.8
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
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
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
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
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_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
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
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
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
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
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
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
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
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
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
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
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
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
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
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
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
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
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
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
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
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
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
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
