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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.
TMEM119 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
65.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
58.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
50.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
49.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
48.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
41.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
40.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
40.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
39.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
39.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
34.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
32.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 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.
TMEM119 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
19.3
Number of samples
486
Samples
Sample
Description
TPM
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
91.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
78.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
60.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
57.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
56.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
47.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
47.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
42.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
40.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
39.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
38.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
37.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
35.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
33.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
30.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.5
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.
TMEM119 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
77.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
44.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
35.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.9
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.
TMEM119 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.0
Number of samples
207
Samples
Sample
Description
TPM
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
98.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
66.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
61.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
50.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
48.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
46.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
46.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
43.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
41.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
33.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
1.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
1.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.9
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.9
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.8
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.8
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.7
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.8
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.9
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-1.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_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
