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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.
TMEM144 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
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM144 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
17.9
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
74.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
61.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
60.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
51.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
48.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
45.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
39.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
35.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
TMEM144 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
8.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM144 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
17.6
Number of samples
207
Samples
Sample
Description
TPM
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
42.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
5.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
